Evolution_FeatureExtraction/config.py at main · ItsTatsuya/Evolution_FeatureExtraction · GitHub

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import multiprocessing
import numpy as np

BASE_DIR = "dataset/"
SEED = 42
np.random.seed(SEED)

MAX_THREADS = max(1, multiprocessing.cpu_count() - 1)
DATASET_TIMEOUT = 1200

GA_ITERATIONS = 1000
GA_CROSSOVER_PROB = 0.8

N_FOLDS = 5

DATASET_NAME_MAP = {
    "abalone19": "abalone19-5",
    "abalone9-18": "abalone9-18-5",
    "cleveland-0_vs_4": "cleveland-0_vs_4-5",
    "ecoli4": "ecoli-4-5",
    "ecoli-0-1-3-7_vs_2-6": "ecoli-0-1-3-7_vs_2-6-5",
    "ecoli-0-1-4-6_vs_5": "ecoli-0-1-4-6_vs_5-5",
    "ecoli-0-1-4-7_vs_2-3-5-6": "ecoli-0-1-4-7_vs_2-3-5-6-5",
    "ecoli-0-1-4-7_vs_5-6": "ecoli-0-1-4-7_vs_5-6-5",
    "ecoli-0-1_vs_2-3-5": "ecoli-0-1_vs_2-3-5-5",
    "ecoli-0-1_vs_5": "ecoli-0-1_vs_5-5",
    "ecoli-0-2-3-4_vs_5": "ecoli-0-2-3-4_vs_5-5",
    "ecoli-0-2-6-7_vs_3-5": "ecoli-0-2-6-7_vs_3-5-5",
    "ecoli-0-3-4-6_vs_5": "ecoli-0-3-4-6_vs_5-5",
    "ecoli-0-3-4-7_vs_5-6": "ecoli-0-3-4-7_vs_5-6-5",
    "ecoli-0-3-4_vs_5": "ecoli-0-3-4_vs_5-5",
    "ecoli-0-4-6_vs_5": "ecoli-0-4-6_vs_5-5",
    "ecoli-0-6-7_vs_3-5": "ecoli-0-6-7_vs_3-5-5",
    "ecoli-0-6-7_vs_5": "ecoli-0-6-7_vs_5-5",
    "glass-0-1-4-6_vs_2": "glass-0-1-4-6_vs_2-5",
    "glass-0-1-5_vs_2": "glass-0-1-5_vs_2-5",
    "glass-0-1-6_vs_2": "glass-0-1-6_vs_2-5",
    "glass-0-1-6_vs_5": "glass-0-1-6_vs_5-5",
    "glass-0-4_vs_5": "glass-0-4_vs_5-5",
    "glass-0-6_vs_5": "glass-0-6_vs_5-5",
    "glass2": "glass-2-5",
    "glass4": "glass-4-5",
    "glass5": "glass-5-5",
    "led7digit-0-2-4-5-6-7-8-9_vs_1": "led7digit-0-2-4-5-6-7-8-9_vs_1-5",
    "page-blocks-1-3_vs_4": "page-blocks-1-3_vs_4-5",
    "shuttle-c0-vs-c4": "shuttle-c0-vs-c4-5",
    "shuttle-c2-vs-c4": "shuttle-c2-vs-c4-5",
    "vowel0": "vowel0-5",
    "yeast-0-2-5-6_vs_3-7-8-9": "yeast-0-2-5-6_vs_3-7-8-9-5",
    "yeast-0-2-5-7-9_vs_3-6-8": "yeast-0-2-5-7-9_vs_3-6-8-5",
    "yeast-0-3-5-9_vs_7-8": "yeast-0-3-5-9_vs_7-8-5",
    "yeast-0-5-6-7-9_vs_4": "yeast-0-5-6-7-9_vs_4-5",
    "yeast-1-2-8-9_vs_7": "yeast-1-2-8-9_vs_7-5",
    "yeast-1-4-5-8_vs_7": "yeast-1-4-5-8_vs_7-5",
    "yeast-1_vs_7": "yeast-1_vs_7-5",
    "yeast-2_vs_4": "yeast-2_vs_4-5",
    "yeast-2_vs_8": "yeast-2_vs_8-5",
    "yeast4": "yeast-4-5",
    "yeast5": "yeast-5-5",
    "yeast6": "yeast-6-5"
}